Triple

T10483807
Position Surface form Disambiguated ID Type / Status
Subject Martin Haspelmath E247239 entity
Predicate notableWork P4 FINISHED
Object World Atlas of Language Structures
The World Atlas of Language Structures is a large-scale, comparative database and reference work that maps structural features of languages around the world.
E865605 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: World Atlas of Language Structures | Statement: [Martin Haspelmath, notableWork, World Atlas of Language Structures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Atlas of Language Structures
Context triple: [Martin Haspelmath, notableWork, World Atlas of Language Structures]
  • A. Foundations of Language
    Foundations of Language is a major theoretical work by linguist Ray Jackendoff that proposes an integrated, cognitive-science-based account of how linguistic structure relates to meaning, perception, and the mind.
  • B. Language: An Introduction to the Study of Speech
    "Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
  • C. UNESCO Atlas of the World’s Languages in Danger
    The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
  • D. Methods in Structural Linguistics
    Methods in Structural Linguistics is a foundational 1951 work in linguistics that systematically develops the principles and procedures of structural (distributional) analysis of language.
  • E. On the Origin of Language
    On the Origin of Language is a 19th-century work by philologist Hensleigh Wedgwood that explores the origins and development of human speech and linguistic forms.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: World Atlas of Language Structures
Triple: [Martin Haspelmath, notableWork, World Atlas of Language Structures]
Generated description
The World Atlas of Language Structures is a large-scale, comparative database and reference work that maps structural features of languages around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Atlas of Language Structures
Target entity description: The World Atlas of Language Structures is a large-scale, comparative database and reference work that maps structural features of languages around the world.
  • A. Foundations of Language
    Foundations of Language is a major theoretical work by linguist Ray Jackendoff that proposes an integrated, cognitive-science-based account of how linguistic structure relates to meaning, perception, and the mind.
  • B. Language: An Introduction to the Study of Speech
    "Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
  • C. UNESCO Atlas of the World’s Languages in Danger
    The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
  • D. Methods in Structural Linguistics
    Methods in Structural Linguistics is a foundational 1951 work in linguistics that systematically develops the principles and procedures of structural (distributional) analysis of language.
  • E. On the Origin of Language
    On the Origin of Language is a 19th-century work by philologist Hensleigh Wedgwood that explores the origins and development of human speech and linguistic forms.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509678ac88190984f18a2162e2dcf completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a03c647c81909521fee4a66ec8ac completed April 10, 2026, 7:01 a.m.
NEDg Description generation batch_69d8a45e5a108190ba8e6ba4af858b19 completed April 10, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69d8a890c6b081908e57cc74f18d788b completed April 10, 2026, 7:36 a.m.
Created at: April 6, 2026, 12:22 p.m.